Search Results for author: Kate Crawford

Found 3 papers, 1 papers with code

Overcoming Failures of Imagination in AI Infused System Development and Deployment

no code implementations26 Nov 2020 Margarita Boyarskaya, Alexandra Olteanu, Kate Crawford

NeurIPS 2020 requested that research paper submissions include impact statements on "potential nefarious uses and the consequences of failure."

Fairness Computers and Society

Datasheets for Datasets

15 code implementations23 Mar 2018 Timnit Gebru, Jamie Morgenstern, Briana Vecchione, Jennifer Wortman Vaughan, Hanna Wallach, Hal Daumé III, Kate Crawford

The machine learning community currently has no standardized process for documenting datasets, which can lead to severe consequences in high-stakes domains.

BIG-bench Machine Learning

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